forecasting

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Updated Oct 21, 2022
Jupyter Notebook

microsoft / forecasting

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Time Series Forecasting Best Practices & Examples

python machine-learning r deep-learning time-series best-practices jupyter-notebook tidyverse artificial-intelligence forecasting lightgbm retail prophet hyperparameter-tuning demand-forecasting automl model-deployment azure-ml dilated-cnn

Updated Jun 22, 2022
Python

jdb78 / pytorch-forecasting

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Time series forecasting with PyTorch

python data-science machine-learning ai timeseries deep-learning gpu pandas pytorch uncertainty neural-networks forecasting temporal artifical-intelligense timeseries-forecasting pytorch-lightning

Updated Oct 21, 2022
Python

Nixtla / statsforecast

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Lightning ⚡️ fast forecasting with statistical and econometric models.

python machine-learning statistics time-series econometrics forecasting predictions arima prophet naive ets fbprophet exponential-smoothing baselines auto-arima neuralprophet seasonal-naive

Updated Oct 19, 2022
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uber / orbit

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A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Updated Sep 14, 2022
Python

alkaline-ml / pmdarima

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A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

python machine-learning time-series econometrics forecasting arima forecasting-models sarimax pmdarima

Updated Sep 23, 2022
Python

AIStream-Peelout / flow-forecast

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Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

deep-neural-networks deep-learning time-series pytorch transformer lstm forecasting transfer-learning hacktoberfest time-series-analysis anomaly-detection time-series-forecasting time-series-regression state-of-the-art-models

Updated Oct 23, 2022
Python

robjhyndman / forecast

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forecast package for R

cran r forecast forecasting

Updated Oct 17, 2022
R

bashtage / arch

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ARCH models in Python

bootstrap finance spa time-series arch risk forecasting variance adf volatility multiple-comparison-procedures financial-econometrics unit-root dickey-fuller phillips-perron df-gls reality-check model-confidence-set

Updated Oct 13, 2022
Python

scorpionhiccup / StockPricePrediction

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Stock Price Prediction using Machine Learning Techniques

machine-learning video analysis lstm supervised-learning forecasting rnn lstm-neural-networks stock-price-forecasting concept-video

Updated Jun 21, 2022
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Nixtla / neuralforecast

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Scalable and user friendly neural 🧠 forecasting algorithms for time series data 〰️.

machine-learning deep-neural-networks deep-learning time-series neural-network pytorch transformer forecasting nbeats esrnn nbeatsx nhits

Updated Oct 23, 2022
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